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ORCIDJosé Hernández-Orallo
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- affiliation: Polytechnic University of Valencia, Spain
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2020 – today
- 2022
[j51]Tijl De Bie, Luc De Raedt
, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams:
Automating data science. Commun. ACM 65(3): 76-87 (2022)- [c89]Pablo Antonio Moreno Casares, Bao Sheng Loe, John Burden, Seán Ó hÉigeartaigh, José Hernández-Orallo:
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild. AAAI 2022: 5295-5303 - [c88]Fernando Martínez-Plumed, David Castellano Falcón, Carlos Monserrat Aranda, José Hernández-Orallo:
When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty. AAAI 2022: 7719-7727 - [c87]José Hernández-Orallo, Wout Schellaert, Fernando Martínez-Plumed:
Training on the Test Set: Mapping the System-Problem Space in AI. AAAI 2022: 12256-12261 - [c86]Ryan Burnell, John Burden, Danaja Rutar, Konstantinos Voudouris, Lucy Cheke, José Hernández-Orallo:
Not a Number: Identifying Instance Features for Capability-Oriented Evaluation. IJCAI 2022: 2827-2835 - [c85]Anthony G. Cohn, José Hernández-Orallo, Julius Sechang Mboli, Yael Moros-Daval, Zhiliang Xiang, Lexin Zhou:
A Framework for Categorising AI Evaluation Instruments. EBeM@IJCAI 2022 - [c84]Cèsar Ferri, José Hernández-Orallo, Jan Arne Telle:
Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model. IJCAI 2022: 2973-2979 - [c83]Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez:
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract). IJCAI 2022: 5777-5781 - [c82]Konstantinos Voudouris, Niall Donnelly, Danaja Rutar, Ryan Burnell, John Burden, José Hernández-Orallo, Lucy Cheke:
Evaluating Object Permanence in Embodied Agents using the Animal-AI Environment. EBeM@IJCAI 2022 - [c81]Lexin Zhou, Fernando Martínez-Plumed, José Hernández-Orallo, Cèsar Ferri, Wout Schellaert:
Reject Before You Run: Small Assessors Anticipate Big Language Models. EBeM@IJCAI 2022 - [p1]José Hernández-Orallo, Cèsar Ferri:
Teaching and Explanation: Aligning Priors between Machines and Humans. Human-Like Machine Intelligence 2022: 171-196 - [e10]Gabriel Pedroza, José Hernández-Orallo, Xin Cynthia Chen, Xiaowei Huang, Huáscar Espinoza, Mauricio Castillo-Effen, John A. McDermid, Richard Mallah, Seán Ó hÉigeartaigh:
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), Virtual, February, 2022. CEUR Workshop Proceedings 3087, CEUR-WS.org 2022 [contents] - [e9]José Hernández-Orallo, Lucy Cheke, Joshua Tenebaum, Tomer D. Ullman, Fernando Martínez-Plumed, Danaja Rutar, John Burden, Ryan Burnell, Wout Schellaert:
Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 25th, 2022. CEUR Workshop Proceedings 3169, CEUR-WS.org 2022 [contents] - [e8]Gabriel Pedroza, Xin Cynthia Chen, José Hernández-Orallo, Xiaowei Huang, Huáscar Espinoza, Richard Mallah, John A. McDermid, Mauricio Castillo-Effen:
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), Vienna, Austria, July 24-25, 2022. CEUR Workshop Proceedings 3215, CEUR-WS.org 2022 [contents] - 2021
- [j50]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Making sense of sensory input. Artif. Intell. 293: 103438 (2021) - [j49]Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6(5): 4-7 (2021) - [j48]Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Missing the missing values: The ugly duckling of fairness in machine learning. Int. J. Intell. Syst. 36(7): 3217-3258 (2021) - [j47]Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez:
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks. J. Artif. Intell. Res. 71: 191-236 (2021) - [j46]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo:
AUTOMAT[R]IX: learning simple matrix pipelines. Mach. Learn. 110(4): 779-799 (2021) - [j45]Fernando Martínez-Plumed, Emilia Gómez, José Hernández-Orallo:
Futures of artificial intelligence through technology readiness levels. Telematics Informatics 58: 101525 (2021) - [j44]Fernando Martínez-Plumed, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter A. Flach:
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. IEEE Trans. Knowl. Data Eng. 33(8): 3048-3061 (2021) - [c80]John Burden, José Hernández-Orallo, Seán Ó hÉigeartaigh:
Negative Side Effects and AI Agent Indicators: Experiments in SafeLife. SafeAI@AAAI 2021 - [c79]Fernando Martínez-Plumed, José Hernández-Orallo:
Project-Based Learning for Scaffolding Data Scientists' Skills. ICCSE 2021: 758-763 - [c78]Gust Verbruggen, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Luc De Raedt:
Muppets: Multipurpose Table Segmentation. IDA 2021: 389-401 - [c77]Gonzalo Jaimovitch-Lopez, David Castellano Falcón, César Ferri, José Hernández-Orallo:
Think Big, Teach Small: Do Language Models Distil Occam's Razor? NeurIPS 2021: 1610-1623 - [c76]Manuel Garcia-Piqueras, José Hernández-Orallo:
Optimal Teaching Curricula with Compositional Simplicity Priors. ECML/PKDD (1) 2021: 705-721 - [e7]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), Virtual, February 8, 2021. CEUR Workshop Proceedings 2808, CEUR-WS.org 2021 [contents] - [e6]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, Gabriel Pedroza:
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, August, 2021. CEUR Workshop Proceedings 2916, CEUR-WS.org 2021 [contents] - [i33]Tijl De Bie, Luc De Raedt, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams:
Automating Data Science: Prospects and Challenges. CoRR abs/2105.05699 (2021) - [i32]Manuel Garcia-Piqueras, José Hernández-Orallo:
Conditional Teaching Size. CoRR abs/2107.07038 (2021) - [i31]Radosvet Desislavov, Fernando Martínez-Plumed, José Hernández-Orallo:
Compute and Energy Consumption Trends in Deep Learning Inference. CoRR abs/2109.05472 (2021) - 2020
- [j43]Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia Aguas, Onn Shehory, Arash Shaban-Nejad, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang:
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 41(4): 100-114 (2020) - [j42]David Nieves, María José Ramírez-Quintana, Carlos Monserrat Aranda, Cèsar Ferri, José Hernández-Orallo:
Learning alternative ways of performing a task. Expert Syst. Appl. 148: 113263 (2020) - [j41]José Hernández-Orallo:
Twenty Years Beyond the Turing Test: Moving Beyond the Human Judges Too. Minds Mach. 30(4): 533-562 (2020) - [j40]Fernando Martínez-Plumed, José Hernández-Orallo:
Dual Indicators to Analyze AI Benchmarks: Difficulty, Discrimination, Ability, and Generality. IEEE Trans. Games 12(2): 121-131 (2020) - [c75]John Burden, José Hernández-Orallo:
Exploring AI Safety in Degrees: Generality, Capability and Control. SafeAI@AAAI 2020: 36-40 - [c74]Fernando Martínez-Plumed, Songül Tolan, Annarosa Pesole, José Hernández-Orallo, Enrique Fernández-Macías, Emilia Gómez:
Does AI Qualify for the Job?: A Bidirectional Model Mapping Labour and AI Intensities. AIES 2020: 94-100 - [c73]José Hernández-Orallo:
AI Safety Landscape From short-term specific system engineering to long-term artificial general intelligence. DSN Workshops 2020: 72-73 - [c72]Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, José Hernández-Orallo, M. José Ramírez-Quintana:
Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques. ECAI 2020: 1135-1142 - [c71]José Hernández-Orallo, Jan Arne Telle:
Finite and Confident Teaching in Expectation: Sampling from Infinite Concept Classes. ECAI 2020: 1182-1189 - [c70]José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Jess Whittlestone, Seán Ó hÉigeartaigh:
AI Paradigms and AI Safety: Mapping Artefacts and Techniques to Safety Issues. ECAI 2020: 2521-2528 - [c69]Fernando Martínez-Plumed, José Hernández-Orallo, Emilia Gómez:
Tracking AI: The Capability Is (Not) Near. ECAI 2020: 2915-2916 - [e5]Huáscar Espinoza, José Hernández-Orallo, Xin Cynthia Chen, Seán S. ÓhÉigeartaigh, Xiaowei Huang, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid:
Proceedings of the Workshop on Artificial Intelligence Safety, co-located with 34th AAAI Conference on Artificial Intelligence, SafeAI@AAAI 2020, New York City, NY, USA, February 7, 2020. CEUR Workshop Proceedings 2560, CEUR-WS.org 2020 [contents] - [e4]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), Yokohama, Japan, January, 2021. CEUR Workshop Proceedings 2640, CEUR-WS.org 2020 [contents] - [i30]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Evaluating the Apperception Engine. CoRR abs/2007.05367 (2020)
2010 – 2019
- 2019
- [j39]Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo:
Item response theory in AI: Analysing machine learning classifiers at the instance level. Artif. Intell. 271: 18-42 (2019) - [j38]Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huáscar Espinoza, Eitan Farchi, Christopher W. Geib, Odd Erik Gundersen, Seán Ó hÉigeartaigh, José Hernández-Orallo, Chiori Hori, Xiaowei Huang, Kokil Jaidka, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim, Marc Lanctot, Danny Lange, Julian J. McAuley, David R. Martinez, Marwan Mattar, Mausam, Martin Michalowski, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Pérolat, Martin Schmid, Arash Shaban-Nejad, Onn Shehory, Biplav Srivastava, William W. Streilein, Kartik Talamadupula, Julian Togelius, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni:
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 40(3): 67-78 (2019) - [j37]Cèsar Ferri, José Hernández-Orallo, Peter A. Flach:
Setting decision thresholds when operating conditions are uncertain. Data Min. Knowl. Discov. 33(4): 805-847 (2019) - [j36]José Hernández-Orallo:
AI Generality and Spearman's Law of Diminishing Returns. J. Artif. Intell. Res. 64: 529-562 (2019) - [j35]Jan Arne Telle, José Hernández-Orallo, Cèsar Ferri:
The teaching size: computable teachers and learners for universal languages. Mach. Learn. 108(8-9): 1653-1675 (2019) - [j34]José Hernández-Orallo:
Gazing into Clever Hans machines. Nat. Mach. Intell. 1(4): 172-173 (2019) - [c68]José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Seán Ó hÉigeartaigh:
Surveying Safety-relevant AI Characteristics. SafeAI@AAAI 2019 - [c67]José Hernández-Orallo, Karina Vold:
AI Extenders: The Ethical and Societal Implications of Humans Cognitively Extended by AI. AIES 2019: 507-513 - [c66]Matthew Crosby, Benjamin Beyret, Murray Shanahan, José Hernández-Orallo, Lucy Cheke, Marta Halina:
The Animal-AI Testbed and Competition. NeurIPS (Competition and Demos) 2019: 164-176 - [c65]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo:
Automating Common Data Science Matrix Transformations. PKDD/ECML Workshops (1) 2019: 17-27 - [c64]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge. ECML/PKDD (3) 2019: 735-751 - [c63]Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation. ECML/PKDD (3) 2019: 755-759 - [e3]Huáscar Espinoza, Seán Ó hÉigeartaigh, Xiaowei Huang, José Hernández-Orallo, Mauricio Castillo-Effen:
Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), Honolulu, Hawaii, January 27, 2019. CEUR Workshop Proceedings 2301, CEUR-WS.org 2019 [contents] - [e2]Huáscar Espinoza, Han Yu, Xiaowei Huang, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019. CEUR Workshop Proceedings 2419, CEUR-WS.org 2019 [contents] - [i29]Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Fairness and Missing Values. CoRR abs/1905.12728 (2019) - [i28]Benjamin Beyret, José Hernández-Orallo, Lucy Cheke, Marta Halina, Murray Shanahan, Matthew Crosby:
The Animal-AI Environment: Training and Testing Animal-Like Artificial Cognition. CoRR abs/1909.07483 (2019) - [i27]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Making sense of sensory input. CoRR abs/1910.02227 (2019) - 2018
- [c62]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana:
Identifying the Machine Learning Family from Black-Box Models. CAEPIA 2018: 55-65 - [c61]Fernando Martínez-Plumed, Bao Sheng Loe, Peter A. Flach, Seán Ó hÉigeartaigh, Karina Vold, José Hernández-Orallo:
The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI. IJCAI 2018: 5180-5187 - [i26]José Hernández-Orallo, Jan Arne Telle:
Finite Biased Teaching with Infinite Concept Classes. CoRR abs/1804.07121 (2018) - [i25]Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Seán Ó hÉigeartaigh, José Hernández-Orallo:
Accounting for the Neglected Dimensions of AI Progress. CoRR abs/1806.00610 (2018) - [i24]Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold:
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR abs/1806.03192 (2018) - [i23]Enrique Fernández-Macías, Emilia Gómez, José Hernández-Orallo, Bao Sheng Loe, Bertin Martens, Fernando Martínez-Plumed, Songül Tolan:
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work. CoRR abs/1807.02416 (2018) - [i22]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation. CoRR abs/1809.10054 (2018) - [i21]Fernando Martínez-Plumed, José Hernández-Orallo:
Analysing Results from AI Benchmarks: Key Indicators and How to Obtain Them. CoRR abs/1811.08186 (2018) - 2017
- [b1]José Hernández-Orallo:
The Measure of All Minds: Evaluating Natural and Artificial Intelligence. Cambridge University Press 2017, ISBN 9781316594179 - [j33]José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson:
A New AI Evaluation Cosmos: Ready to Play the Game? AI Mag. 38(3): 66-69 (2017) - [j32]José Hernández-Orallo:
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement. Artif. Intell. Rev. 48(3): 397-447 (2017) - [j31]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
A computational analysis of general intelligence tests for evaluating cognitive development. Cogn. Syst. Res. 43: 100-118 (2017) - [c60]José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe:
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract). IJCAI 2017: 5005-5009 - [c59]David Nieves, César Ferri, José Hernández-Orallo, Carlos Monserrat:
Low-level Event Detection System for Minimally-Invasive Surgery Training. iWOAR 2017: 5:1-5:6 - [c58]Kristina Y. Yordanova, Carlos Monserrat, David Nieves, José Hernández-Orallo:
Knowledge Extraction from Task Narratives. iWOAR 2017: 7:1-7:6 - [c57]Sankalp Bhatnagar, Anna Alexandrova, Shahar Avin, Stephen Cave, Lucy Cheke, Matthew Crosby, Jan Feyereisl, Marta Halina, Bao Sheng Loe, Seán Ó hÉigeartaigh, Fernando Martínez-Plumed, Huw Price, Henry Shevlin, Adrian Weller, Alan F. T. Winfield, José Hernández-Orallo:
Mapping Intelligence: Requirements and Possibilities. PT-AI 2017: 117-135 - [c56]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana:
Modelling Machine Learning Models. PT-AI 2017: 175-186 - [i20]Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana:
CASP-DM: Context Aware Standard Process for Data Mining. CoRR abs/1709.09003 (2017) - 2016
- [j30]José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe:
Computer models solving intelligence test problems: Progress and implications. Artif. Intell. 230: 74-107 (2016) - [j29]José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche:
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29(5): 551-566 (2016) - [j28]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana:
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30(4): 848-890 (2016) - [c55]José Hernández-Orallo:
Is Spearman's Law of Diminishing Returns (SLODR) Meaningful for Artificial Agents? ECAI 2016: 471-479 - [c54]Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo:
Making Sense of Item Response Theory in Machine Learning. ECAI 2016: 1140-1148 - 2015
- [j27]José Hernández-Orallo:
On environment difficulty and discriminating power. Auton. Agents Multi Agent Syst. 29(3): 402-454 (2015) - [j26]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez:
Knowledge acquisition with forgetting: an incremental and developmental setting. Adapt. Behav. 23(5): 283-299 (2015) - [j25]Sumit Gulwani, José Hernández-Orallo, Emanuel Kitzelmann, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Inductive programming meets the real world. Commun. ACM 58(11): 90-99 (2015) - [j24]Tarek R. Besold, José Hernández-Orallo, Ute Schmid:
Can Machine Intelligence be Measured in the Same Way as Human intelligence? Künstliche Intell. 29(3): 291-297 (2015) - [j23]José Hernández-Orallo:
Derek Partridge: What Makes You Clever: The Puzzle of Intelligence - World Scientific, 2013, xvi+447, $25.00, ISBN: 978-981-4513. Minds Mach. 25(1): 97-101 (2015) - [c53]José Hernández-Orallo:
Stochastic Tasks: Difficulty and Levin Search. AGI 2015: 90-100 - [c52]Javier Insa-Cabrera, José Hernández-Orallo:
Instrumental Properties of Social Testbeds. AGI 2015: 101-110 - [c51]José Hernández-Orallo:
C-Tests Revisited: Back and Forth with Complexity. AGI 2015: 272-282 - [c50]Adolfo Martínez Usó, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed:
Pentaho + R: An Integral View for Multidimensional Prediction Models. CAEPIA 2015: 234-244 - [c49]Adolfo Martínez Usó, José Hernández-Orallo:
Multidimensional Prediction Models When the Resolution Context Changes. ECML/PKDD (2) 2015: 509-524 - [i19]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems. CoRR abs/1502.05615 (2015) - [i18]José Hernández-Orallo:
Universal Psychometrics Tasks: difficulty, composition and decomposition. CoRR abs/1503.07587 (2015) - [i17]José Hernández-Orallo, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Approaches and Applications of Inductive Programming (Dagstuhl Seminar 15442). Dagstuhl Reports 5(10): 89-111 (2015) - 2014
- [j22]David L. Dowe, José Hernández-Orallo:
How universal can an intelligence test be? Adapt. Behav. 22(1): 51-69 (2014) - [j21]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bridging the Gap between Distance and Generalization. Comput. Intell. 30(3): 473-513 (2014) - [j20]José Hernández-Orallo, David L. Dowe, M. Victoria Hernández-Lloreda:
Universal psychometrics: Measuring cognitive abilities in the machine kingdom. Cogn. Syst. Res. 27: 50-74 (2014) - [j19]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aggregative quantification for regression. Data Min. Knowl. Discov. 28(2): 475-518 (2014) - [j18]José Hernández-Orallo:
Probabilistic Reframing for Cost-Sensitive Regression. ACM Trans. Knowl. Discov. Data 8(4): 17:1-17:55 (2014) - [c48]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. ICMLA 2014: 111-116 - [i16]Javier Insa-Cabrera, José Hernández-Orallo:
Definition and properties to assess multi-agent environments as social intelligence tests. CoRR abs/1408.6350 (2014) - [i15]José Hernández-Orallo:
AI Evaluation: past, present and future. CoRR abs/1408.6908 (2014) - [i14]José Hernández-Orallo:
A note about the generalisation of the $C$-tests. CoRR abs/1412.8529 (2014) - 2013
- [j17]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
On the effect of calibration in classifier combination. Appl. Intell. 38(4): 566-585 (2013) - [j16]José Hernández-Orallo, David L. Dowe:
On Potential Cognitive Abilities in the Machine Kingdom. Minds Mach. 23(2): 179-210 (2013) - [j15]José Hernández-Orallo, Peter A. Flach, César Ferri:
ROC curves in cost space. Mach. Learn. 93(1): 71-91 (2013) - [j14]José Hernández-Orallo:
ROC curves for regression. Pattern Recognit. 46(12): 3395-3411 (2013)